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Offered By: IBM

Advanced Machine & Deep Learning for SPAM classification

Learn to build the Machine & Deep Learning models at the junction of NLP and Network Security areas by the help of SMS Spam Collection dataset with the helping frameworks & libraries.

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Course

IoT

1.06k+ Enrolled
4.6
(371 Reviews)

At a Glance

Learn to build the Machine & Deep Learning models at the junction of NLP and Network Security areas by the help of SMS Spam Collection dataset with the helping frameworks & libraries.

The purpose of this lab is to build the Machine & Deep Learning models at the junction of NLP and Network Security areas by the help of SMS Spam Collection dataset with the helping frameworks & libraries.


Learning Objectives

  • Be able to quickly explore the SMS Spam Collection dataset and build the best models with the help of functional programming and layer-by-layer model description to solve SPAM classification task.
  • Be able to show different calculated metrics of the built models.
  • Be able to change values of some hyperparameters for an improving of model training process to achieve better results.
  • Be able to visualize the data analysis results with various plot types. 

Estimated Effort

1 Hour

Level

Expert

Industries

CyberSecurity

Skills You Will Learn

Data Science, Deep Learning, Machine Learning

Course Code

GPXX04XJEN

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